Human Data Logo
NBDC HumanDB
NBDC Research ID:hum0312-v2
Release info
Latest

Title

Genetic study of complex diseases through comprehensive analysis of functional variants

Research overview

Aims: Genome-wide association studies (GWAS) have been conducted in multifactorial diseases such as autoimmune diseases, and more than 1000 disease susceptibility variants have been identified. However, GWAS only indicates the presence of disease-causing variants within a region. The effects of the accumulation of these variants on the functions of cells and tissues involved in disease states must be clarified. This study aims to integrate public GWAS data and expression quantitative trait loci (eQTL) and splicing QTL (sQTL) analyses to elucidate the pathogenesis of various multifactorial diseases through a comprehensive analysis of functional variants.

Methods: [DRA016393 / DRA016394 / DDRA016395 / RA018714] Total RNAs from Lymphoblastoid Cell line (LCL) samples were used for Iso-seq and RNA-seq analyses [DRA016285] Twenty-nine immune cell subsets were isolated from peripheral blood mononuclear cells using the 14-color cell sorter BD FACSAria Fusion. Total RNA was extracted, followed by polyA selection and cDNA library preparation using the SMART-seq v4 Ultra Low Input RNA Kit and SQK-LSK109 for cDNA library preparation. For flow cytometry staining panels, the definitions of the Human Immunology Project were followed. Neutrophils were recovered with EasySep Direct Human Neutrophil Isolation Kits or MACSxpress Neutrophil Isolation Kits human. The generated cDNA was sequenced by Flongle Flow Cell (long-read system).

Targets: [DRA016393 / DRA016394 / DDRA016395 / RA018714] Samples with and without interferon (IFNa2) stimulation were obtained from LCL samples derived from the 1000 Genomes Registry. [DRA016285] 29 immune cell types isolated from peripheral blood cells collected from a 42-year-old healthy individual

Datasets

Dataset ID
Access type
Type of data
Release date
DRA016394Unrestricted-accessNGS (Iso-seq)2024-06-03
DRA018714Unrestricted-accessNGS (Iso-seq)2024-06-03
DRA016393Unrestricted-accessNGS (RNA-seq)2024-06-03
DRA016395Unrestricted-accessNGS (RNA-seq)2024-06-03
DRA016285Unrestricted-accessNGS (RNA-seq)2023-05-15

Data provider

    Principal Investigator
    Yuta Kochi
    Affiliation
    Department of Genomic Function and Diversity, Medical Research Institute, Tokyo Medical and Dental University

Research projects

Name
URL
TRAnscriptomic resource of Immune cells using Long-read Sequencing (TRAILS)https://www.tmd.ac.jp/english/press-release/20240528-3/

Grants

Name
Title
Project number
KAKENHI Grant-in-Aid for Scientific Research (B)Mechanisms of autoimmune disease pathogenesis through splicing QTLs in immune cells
  • 18H02849
KAKENHI Grant-in-Aid for Scientific Research (B)Investigating the physiological and pathological significance of NMD target transcripts through transomics analysis
  • 22H02597
KAKENHI Grant-in-Aid for challenging Exploratory ResearchExploring the role of retroelements and their polymorphisms in autoimmune diseases
  • 21K19501
KAKENHI Grant-in-Aid for JSPS FellowsElucidation of Sjögren's syndrome pathogenesis through retrotransposon sequences
  • 21J00596
KAKENHI Grant-in-Aid for JSPS FellowsDevelopment of high-depth Isoformics techniques and creation of a spatiotemporal protein atlas
  • 21J15131
KAKENHI Grant-in-Aid for Scientific Research (B)Large-scale proteoform analysis for unveiling the entire view
  • 21H02459

Related publications

Title
DOI
Datasets
Long-read sequencing for 29 immune cell subsets reveals disease-linked isoformshttps://doi.org/10.1038/s41467-024-48615-4

Controlled access users

Principal Investigator
Affiliation
Country/Region
Research title
Period of data use
Data in use (Dataset ID)
No data